Convolutional Neural Network and Adversarial Autoencoder in EEG images classification. - Albert Nasybullin; Semen Kurkin (CoRR, 2026)

How Long short-term memory artificial neural network, synthetic data, and fine-tuning improve the classification of raw EEG data. - Albert Nasybullin; Vladimir A. Maksimenko; Semen A. Kurkin (CoRR, 2026)

A methodology to rank importance of frequencies and channels in electromyography data with Decision Tree classifiers. - Albert Nasybullin; Nursultan Abdullaev; Maksim A. Baranov; Viacheslav V. Koshman; Vitaly A. Mahonin (CoRR, 2026)